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The Computational Ecology and Environmental Science (CEES) group at Microsoft Research Cambridge has developed the CEES Distribution Modeler, a browser app that enables users to visualize data, define a complex model, parameterize it, make predictions with uncertainty, and share it all transparently and in repeatable form.